Springer MRW: [AU:0, IDX:0] - 978-1-4614-7163-9_110190-1

نویسنده

  • Sargur N. Srihari
چکیده

The design of many information processing systems rely on representative samples of data. Such data may not be readily available due to the cost of acquiring the data or due to privacy concerns. This situation can be alleviated by constructing representative samples from available data sets. This can be done by applying appropriate transformations, e.g., injecting noise, that preserve semantic relationships, e.g., class labels.

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تاریخ انتشار 2017